Improved Segmentation of Deep Sulci in Cortical Gray Matter Using a Deep Learning Framework Incorporating Laplace's Equation.
Sadhana RavikumarRanjit IttyerahSydney LimLong XieSandhitsu R. DasPulkit KhandelwalLaura E. M. WisseMadigan L. BedardJohn L. RobinsonTerry SchuckMurray GrossmanJohn Q. TrojanowskiEdward B. LeeM. Dylan TisdallKarthik PrabhakaranJohn A. DetreDavid J. IrwinWinifred TrotmanGabor MizseiEmilio Artacho-PérulaMaria Mercedes Iñiguez de Onzoño MartinMaría del Mar Arroyo JiménezMónica Muñoz LópezFrancisco Javier Molina RomeroMaria del Pilar Marcos RabalSandra Cebada SánchezJosé Carlos Delgado GonzálezCarlos de la Rosa PrietoMarta Córcoles ParadaDavid A. WolkRicardo InsaustiPaul A. YushkevichPublished in: IPMI (2023)
Keyphrases
- deep learning
- gray matter
- brain mr images
- white matter
- unsupervised feature learning
- cortical surface
- unsupervised learning
- magnetic resonance images
- brain structures
- deep architectures
- segmentation algorithm
- shape prior
- level set
- medical images
- image analysis
- magnetic resonance
- machine learning
- mental models
- brain tissue
- ground truth
- object recognition
- cerebral cortex
- image segmentation